EP3814981A4 - Procédé et appareil de vision artificielle - Google Patents

Procédé et appareil de vision artificielle Download PDF

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Publication number
EP3814981A4
EP3814981A4 EP18924895.8A EP18924895A EP3814981A4 EP 3814981 A4 EP3814981 A4 EP 3814981A4 EP 18924895 A EP18924895 A EP 18924895A EP 3814981 A4 EP3814981 A4 EP 3814981A4
Authority
EP
European Patent Office
Prior art keywords
computer vision
vision
computer
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
EP18924895.8A
Other languages
German (de)
English (en)
Other versions
EP3814981A1 (fr
Inventor
Xuhang LIAN
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Nokia Technologies Oy
Original Assignee
Nokia Technologies Oy
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Nokia Technologies Oy filed Critical Nokia Technologies Oy
Publication of EP3814981A1 publication Critical patent/EP3814981A1/fr
Publication of EP3814981A4 publication Critical patent/EP3814981A4/fr
Pending legal-status Critical Current

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/084—Backpropagation, e.g. using gradient descent
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/10—Terrestrial scenes
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/50—Context or environment of the image
    • G06V20/56—Context or environment of the image exterior to a vehicle by using sensors mounted on the vehicle
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/70—Labelling scene content, e.g. deriving syntactic or semantic representations
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/06—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons
    • G06N3/063—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons using electronic means

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Multimedia (AREA)
  • Artificial Intelligence (AREA)
  • General Health & Medical Sciences (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • Health & Medical Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • Computational Linguistics (AREA)
  • General Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Molecular Biology (AREA)
  • Mathematical Physics (AREA)
  • Medical Informatics (AREA)
  • Databases & Information Systems (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Image Analysis (AREA)
EP18924895.8A 2018-06-26 2018-06-26 Procédé et appareil de vision artificielle Pending EP3814981A4 (fr)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/CN2018/092809 WO2020000171A1 (fr) 2018-06-26 2018-06-26 Procédé et appareil de vision artificielle

Publications (2)

Publication Number Publication Date
EP3814981A1 EP3814981A1 (fr) 2021-05-05
EP3814981A4 true EP3814981A4 (fr) 2022-01-26

Family

ID=68984484

Family Applications (1)

Application Number Title Priority Date Filing Date
EP18924895.8A Pending EP3814981A4 (fr) 2018-06-26 2018-06-26 Procédé et appareil de vision artificielle

Country Status (4)

Country Link
US (1) US11386287B2 (fr)
EP (1) EP3814981A4 (fr)
CN (1) CN112313662A (fr)
WO (1) WO2020000171A1 (fr)

Families Citing this family (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11531861B2 (en) * 2018-11-06 2022-12-20 Google Llc Neural architecture search with factorized hierarchical search space
CN111797881B (zh) * 2019-07-30 2024-06-28 华为技术有限公司 图像分类方法及装置
US11507831B2 (en) 2020-02-24 2022-11-22 Stmicroelectronics International N.V. Pooling unit for deep learning acceleration
US11508037B2 (en) * 2020-03-10 2022-11-22 Samsung Electronics Co., Ltd. Systems and methods for image denoising using deep convolutional networks

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2016033506A1 (fr) * 2014-08-29 2016-03-03 Google Inc. Traitement d'images à l'aide de réseaux de neurones profonds
US20170046616A1 (en) * 2015-08-15 2017-02-16 Salesforce.Com, Inc. Three-dimensional (3d) convolution with 3d batch normalization

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WO2016054779A1 (fr) * 2014-10-09 2016-04-14 Microsoft Technology Licensing, Llc Réseaux de regroupement en pyramide spatiale pour traiter des images
US9524450B2 (en) * 2015-03-04 2016-12-20 Accenture Global Services Limited Digital image processing using convolutional neural networks
US20160379109A1 (en) * 2015-06-29 2016-12-29 Microsoft Technology Licensing, Llc Convolutional neural networks on hardware accelerators
US9802599B2 (en) * 2016-03-08 2017-10-31 Ford Global Technologies, Llc Vehicle lane placement
US20180060719A1 (en) * 2016-08-29 2018-03-01 International Business Machines Corporation Scale-space label fusion using two-stage deep neural net
WO2018057749A1 (fr) * 2016-09-26 2018-03-29 Arizona Board Of Regents On Behalf Of Arizona State University Calcul en cascade pour réseaux de neurones convolutifs
CN107643826A (zh) 2017-08-28 2018-01-30 天津大学 一种基于计算机视觉及深度学习的无人机人机交互方法
CN107644426A (zh) * 2017-10-12 2018-01-30 中国科学技术大学 基于金字塔池化编解码结构的图像语义分割方法
CN107748895B (zh) 2017-10-29 2021-06-25 北京工业大学 基于dct-cnn模型的无人机着陆地貌图像分类方法
US10783640B2 (en) * 2017-10-30 2020-09-22 Beijing Keya Medical Technology Co., Ltd. Systems and methods for image segmentation using a scalable and compact convolutional neural network

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2016033506A1 (fr) * 2014-08-29 2016-03-03 Google Inc. Traitement d'images à l'aide de réseaux de neurones profonds
US20170046616A1 (en) * 2015-08-15 2017-02-16 Salesforce.Com, Inc. Three-dimensional (3d) convolution with 3d batch normalization

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
SZEGEDY CHRISTIAN ET AL: "Going deeper with convolutions", 2015 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), IEEE, 7 June 2015 (2015-06-07), pages 1 - 9, XP032793421, DOI: 10.1109/CVPR.2015.7298594 *
SZEGEDY CHRISTIAN ET AL: "Rethinking the Inception Architecture for Computer Vision", 2016 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), IEEE, 27 June 2016 (2016-06-27), pages 2818 - 2826, XP033021462, DOI: 10.1109/CVPR.2016.308 *
WANG PANQU ET AL: "Understanding Convolution for Semantic Segmentation", 2018 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV), IEEE, 12 March 2018 (2018-03-12), pages 1451 - 1460, XP033337768, DOI: 10.1109/WACV.2018.00163 *

Also Published As

Publication number Publication date
US11386287B2 (en) 2022-07-12
CN112313662A (zh) 2021-02-02
US20210124990A1 (en) 2021-04-29
EP3814981A1 (fr) 2021-05-05
WO2020000171A1 (fr) 2020-01-02

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